We’re Going on a Bear Hunt (weather only in the pictures, not the words of the book, but still found it works well if you elicit the weather on each page)

What Will the Weather be Like Today? by Paul Rogers (some quite difficult vocabulary, but nice pictures and rhymes, and links to weather that different animals like – link to okay read through on YouTube) – NEW LINK

Cloudy with a Chance of Meatballs (though you’ll need to completely retell the story from the pictures to make it understandable, and it’s a bit long so you should probably skip pages)

How’s the Weather (Bear in the Big Blue House – with magnets. Incredibly expensive online, but snatch a copy if you ever see it in a secondhand bookshop…)